{
  "type": "tweet",
  "id": "2044446899567292570",
  "url": "https://x.com/jerryjliu0/status/2044446899567292570",
  "twitterUrl": "https://twitter.com/jerryjliu0/status/2044446899567292570",
  "text": "Parsing complex tables in PDFs is extremely challenging.\n\nExisting metrics for measuring table accuracy, like TEDS (tree edit distance similarity), overweight exact table structure and underweight semantic correctness.\n\n🚫 Overweight: If the rows within a table are out of order - even if the semantic meaning is still consistent - then TEDS heavily penalizes these values, even though the downstream AI agent would have no problem interpreting the values.\n🚫 Overweight: If the HTML is semantic equivalent but output with different tags (th vs. td), TEDS will penalize\n🚫 Underweight: If the header is dropped or transposed, then TEDS mildly penalizes these values, even though the entire semantic meaning of the table is destroyed.\n\nWe recently released ParseBench, a comprehensive enterprise document benchmark with a heavy focus on *semantic correctness* for tables.\n\nWe define a new metric: TableRecordMatch - which treats tables as a bag of records, where each record is a dictionary of key-value pairs, with keys being the headers and values being the cell values.\n\nWe combine it with the GriTS metric (more robust than TEDS) to come up with the final GTRM score.\n\nIt’s worth giving our full paper a read if you haven’t already. Also come check out our website hub!\n\nWebsite: https://t.co/k564afEGJo\n\nBlog: https://t.co/57OHkx0pQW\nPaper: https://t.co/Ho2oH2xEAM",
  "source": "Twitter for iPhone",
  "retweetCount": 22,
  "replyCount": 2,
  "likeCount": 96,
  "quoteCount": 2,
  "viewCount": 12781,
  "createdAt": "Wed Apr 15 16:04:59 +0000 2026",
  "lang": "en",
  "bookmarkCount": 90,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2044446899567292570",
  "displayTextRange": [
    0,
    279
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "jerryjliu0",
    "url": "https://x.com/jerryjliu0",
    "twitterUrl": "https://twitter.com/jerryjliu0",
    "id": "369777416",
    "name": "Jerry Liu",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1283610285031460864/1Q4zYhtb_normal.jpg",
    "coverPicture": "",
    "description": "",
    "location": "",
    "followers": 72816,
    "following": 1470,
    "status": "",
    "canDm": true,
    "canMediaTag": true,
    "createdAt": "Wed Sep 07 22:54:31 +0000 2011",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 8652,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 1483,
    "statusesCount": 6851,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [],
    "profile_bio": {
      "description": "Parsing the world's hardest PDFs @llama_index. cofounder/CEO\n\nCareers: https://t.co/EUnMNmbCtx\nEnterprise: https://t.co/Ht5jwxSrQB",
      "entities": {
        "description": {
          "hashtags": [],
          "symbols": [],
          "urls": [
            {
              "display_url": "llamaindex.ai/careers",
              "expanded_url": "https://www.llamaindex.ai/careers",
              "indices": [
                71,
                94
              ],
              "url": "https://t.co/EUnMNmbCtx"
            },
            {
              "display_url": "llamaindex.ai/contact",
              "expanded_url": "https://www.llamaindex.ai/contact",
              "indices": [
                107,
                130
              ],
              "url": "https://t.co/Ht5jwxSrQB"
            }
          ],
          "user_mentions": [
            {
              "id_str": "0",
              "indices": [
                33,
                45
              ],
              "name": "",
              "screen_name": "llama_index"
            }
          ]
        },
        "url": {
          "urls": [
            {
              "display_url": "llamaindex.ai",
              "expanded_url": "https://www.llamaindex.ai/",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/YiIfjVlzb6"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "display_url": "pic.twitter.com/yOtoPajmHu",
        "expanded_url": "https://twitter.com/jerryjliu0/status/2044446899567292570/photo/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "large": {
            "faces": []
          },
          "orig": {
            "faces": []
          }
        },
        "id_str": "2044446851877994497",
        "indices": [
          280,
          303
        ],
        "media_key": "3_2044446851877994497",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARxfVZRwWoABCgACHF9Vn4rbcJoAAA==",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAABCgABHF9VlHBagAEKAAIcX1WfittwmgAA",
            "media_key": "3_2044446851877994497"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/HF9VlHBagAEKpoP.png",
        "original_info": {
          "focus_rects": [
            {
              "h": 725,
              "w": 1294,
              "x": 0,
              "y": 123
            },
            {
              "h": 848,
              "w": 848,
              "x": 0,
              "y": 0
            },
            {
              "h": 848,
              "w": 744,
              "x": 0,
              "y": 0
            },
            {
              "h": 848,
              "w": 424,
              "x": 0,
              "y": 0
            },
            {
              "h": 848,
              "w": 1294,
              "x": 0,
              "y": 0
            }
          ],
          "height": 848,
          "width": 1294
        },
        "sizes": {
          "large": {
            "h": 848,
            "w": 1294
          }
        },
        "type": "photo",
        "url": "https://t.co/yOtoPajmHu"
      },
      {
        "display_url": "pic.twitter.com/yOtoPajmHu",
        "expanded_url": "https://twitter.com/jerryjliu0/status/2044446899567292570/photo/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "large": {
            "faces": []
          },
          "orig": {
            "faces": []
          }
        },
        "id_str": "2044446870475534336",
        "indices": [
          280,
          303
        ],
        "media_key": "3_2044446870475534336",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARxfVZjE2nAACgACHF9Vn4rbcJoAAA==",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAABCgABHF9VmMTacAAKAAIcX1WfittwmgAA",
            "media_key": "3_2044446870475534336"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/HF9VmMTacAAF422.png",
        "original_info": {
          "focus_rects": [
            {
              "h": 932,
              "w": 1664,
              "x": 0,
              "y": 240
            },
            {
              "h": 1464,
              "w": 1464,
              "x": 0,
              "y": 0
            },
            {
              "h": 1464,
              "w": 1284,
              "x": 0,
              "y": 0
            },
            {
              "h": 1464,
              "w": 732,
              "x": 7,
              "y": 0
            },
            {
              "h": 1464,
              "w": 1664,
              "x": 0,
              "y": 0
            }
          ],
          "height": 1464,
          "width": 1664
        },
        "sizes": {
          "large": {
            "h": 1464,
            "w": 1664
          }
        },
        "type": "photo",
        "url": "https://t.co/yOtoPajmHu"
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "urls": [
      {
        "display_url": "parsebench.ai",
        "expanded_url": "http://parsebench.ai/",
        "indices": [
          1280,
          1303
        ],
        "url": "https://t.co/k564afEGJo"
      },
      {
        "display_url": "llamaindex.ai/blog/parsebenc…",
        "expanded_url": "https://www.llamaindex.ai/blog/parsebench?utm_medium=socials&utm_source=xjl&utm_campaign=2026-apr-",
        "indices": [
          1311,
          1334
        ],
        "url": "https://t.co/57OHkx0pQW"
      },
      {
        "display_url": "arxiv.org/abs/2604.08538…",
        "expanded_url": "https://arxiv.org/abs/2604.08538?utm_medium=socials&utm_source=twitter&utm_campaign=2026-apr-",
        "indices": [
          1342,
          1365
        ],
        "url": "https://t.co/Ho2oH2xEAM"
      }
    ],
    "user_mentions": []
  },
  "quoted_tweet": {
    "type": "tweet",
    "id": "2044420652224975203",
    "url": "https://x.com/llama_index/status/2044420652224975203",
    "twitterUrl": "https://twitter.com/llama_index/status/2044420652224975203",
    "text": "Let's talk parsing tables.\n\nTwo days ago we launched ParseBench,the first document OCR benchmark built for AI agents.\n\nThis deep dive breaks down TableRecordMatch (GTRM), our metric for evaluating complex tables the way your pipeline actually consumes them: as records keyed by column headers.\n\nhttps://t.co/2sq5ncGiel",
    "source": "Twitter for iPhone",
    "retweetCount": 10,
    "replyCount": 2,
    "likeCount": 52,
    "quoteCount": 3,
    "viewCount": 18568,
    "createdAt": "Wed Apr 15 14:20:41 +0000 2026",
    "lang": "en",
    "bookmarkCount": 32,
    "isReply": false,
    "inReplyToId": null,
    "conversationId": "2044420652224975203",
    "displayTextRange": [
      0,
      277
    ],
    "inReplyToUserId": null,
    "inReplyToUsername": null,
    "author": {
      "type": "user",
      "userName": "llama_index",
      "url": "https://x.com/llama_index",
      "twitterUrl": "https://twitter.com/llama_index",
      "id": "1604278358296055808",
      "name": "LlamaIndex 🦙",
      "isVerified": false,
      "isBlueVerified": true,
      "verifiedType": "Business",
      "profilePicture": "https://pbs.twimg.com/profile_images/1967920417760251904/0ytfduMQ_normal.png",
      "coverPicture": "https://pbs.twimg.com/profile_banners/1604278358296055808/1770092126",
      "description": "",
      "location": "",
      "followers": 111993,
      "following": 33,
      "status": "",
      "canDm": false,
      "canMediaTag": true,
      "createdAt": "Sun Dec 18 00:52:44 +0000 2022",
      "entities": {
        "description": {
          "urls": []
        },
        "url": {}
      },
      "fastFollowersCount": 0,
      "favouritesCount": 1531,
      "hasCustomTimelines": true,
      "isTranslator": false,
      "mediaCount": 1858,
      "statusesCount": 3819,
      "withheldInCountries": [],
      "affiliatesHighlightedLabel": {},
      "possiblySensitive": false,
      "pinnedTweetIds": [],
      "profile_bio": {
        "description": "The world's best AI Document OCR\n\nLlamaParse: https://t.co/yQGTiRSNvj\nDocs: https://t.co/us6GCS1Clb",
        "entities": {
          "description": {
            "hashtags": [],
            "symbols": [],
            "urls": [
              {
                "display_url": "cloud.llamaindex.ai",
                "expanded_url": "https://cloud.llamaindex.ai/",
                "indices": [
                  46,
                  69
                ],
                "url": "https://t.co/yQGTiRSNvj"
              },
              {
                "display_url": "developers.llamaindex.ai/python/cloud/",
                "expanded_url": "https://developers.llamaindex.ai/python/cloud/",
                "indices": [
                  76,
                  99
                ],
                "url": "https://t.co/us6GCS1Clb"
              }
            ],
            "user_mentions": []
          },
          "url": {
            "urls": [
              {
                "display_url": "llamaindex.ai",
                "expanded_url": "https://www.llamaindex.ai/",
                "indices": [
                  0,
                  23
                ],
                "url": "https://t.co/epzefqQqZx"
              }
            ]
          }
        }
      },
      "isAutomated": false,
      "automatedBy": null
    },
    "extendedEntities": {
      "media": [
        {
          "additional_media_info": {
            "monetizable": true
          },
          "allow_download_status": {
            "allow_download": true
          },
          "display_url": "pic.twitter.com/7ZQOUqo3hb",
          "expanded_url": "https://twitter.com/llama_index/status/2044420652224975203/video/1",
          "ext_media_availability": {
            "status": "Available"
          },
          "id_str": "2044419864027152384",
          "indices": [
            278,
            301
          ],
          "media_key": "13_2044419864027152384",
          "media_results": {
            "id": "QXBpTWVkaWFSZXN1bHRzOgwABAoAARxfPQjXF0AAAAA=",
            "result": {
              "__typename": "ApiMedia",
              "id": "QXBpTWVkaWE6DAAECgABHF89CNcXQAAAAA==",
              "media_key": "13_2044419864027152384"
            }
          },
          "media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2044419864027152384/img/QVAwU41TgZ86qeN_.jpg",
          "original_info": {
            "focus_rects": [],
            "height": 2160,
            "width": 3840
          },
          "sizes": {
            "large": {
              "h": 1152,
              "w": 2048
            }
          },
          "type": "video",
          "url": "https://t.co/7ZQOUqo3hb",
          "video_info": {
            "aspect_ratio": [
              16,
              9
            ],
            "duration_millis": 96296,
            "variants": [
              {
                "content_type": "application/x-mpegURL",
                "url": "https://video.twimg.com/amplify_video/2044419864027152384/pl/HoN8A20HDShjQ5Ij.m3u8?tag=21&v=8d3"
              },
              {
                "bitrate": 256000,
                "content_type": "video/mp4",
                "url": "https://video.twimg.com/amplify_video/2044419864027152384/vid/avc1/480x270/em6b-anKviypPI_l.mp4?tag=21"
              },
              {
                "bitrate": 832000,
                "content_type": "video/mp4",
                "url": "https://video.twimg.com/amplify_video/2044419864027152384/vid/avc1/640x360/YLgo6mg5_tT0xiSW.mp4?tag=21"
              },
              {
                "bitrate": 2176000,
                "content_type": "video/mp4",
                "url": "https://video.twimg.com/amplify_video/2044419864027152384/vid/avc1/1280x720/hNcCDmdhA49pnaKG.mp4?tag=21"
              },
              {
                "bitrate": 10368000,
                "content_type": "video/mp4",
                "url": "https://video.twimg.com/amplify_video/2044419864027152384/vid/avc1/1920x1080/aYSAZHW4306ClGKf.mp4?tag=21"
              },
              {
                "bitrate": 25128000,
                "content_type": "video/mp4",
                "url": "https://video.twimg.com/amplify_video/2044419864027152384/vid/avc1/3840x2160/bxOqxmRqkq2FNT0p.mp4?tag=21"
              }
            ]
          }
        }
      ]
    },
    "card": null,
    "place": {},
    "entities": {
      "hashtags": [],
      "symbols": [],
      "timestamps": [],
      "urls": [
        {
          "display_url": "llamaindex.ai/blog/parsebenc…",
          "expanded_url": "https://www.llamaindex.ai/blog/parsebench?utm_medium=socials&utm_source=twitter&utm_campaign=2026--",
          "indices": [
            295,
            318
          ],
          "url": "https://t.co/2sq5ncGiel"
        }
      ],
      "user_mentions": []
    },
    "quoted_tweet": null,
    "retweeted_tweet": null,
    "isLimitedReply": false,
    "communityInfo": null,
    "article": null
  },
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "communityInfo": null,
  "article": null
}