Pith Number

pith:3D2DJGM3

pith:2023:3D2DJGM3P7NJRKUI5HUQL6DH7M

not attested not anchored not stored refs pending

Sentiment Analysis in the Era of Large Language Models: A Reality Check

Bing Liu, Lidong Bing, Sinno Jialin Pan, Wenxuan Zhang, Yue Deng

arxiv:2305.15005 v1 · 2023-05-24 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3D2DJGM3P7NJRKUI5HUQL6DH7M}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

9 papers in Pith

Revisiting Sentiment Analysis for Software Engineering in the Era of Large Language Models

Benchmark Data Contamination of Large Language Models: A Survey

EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Pop Quiz Attack: Black-box Membership Inference Attacks Against Large Language Models

Assessing Capabilities of Large Language Models in Social Media Analytics: A Multi-task Quest

Receipt and verification

First computed	2026-07-05T06:13:30.070546Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8f434999b7fda98aa88e9e905f867fb38d8a4265ad3d2505ec4384d7d554d77

Aliases

arxiv: 2305.15005 · arxiv_version: 2305.15005v1 · doi: 10.48550/arxiv.2305.15005 · pith_short_12: 3D2DJGM3P7NJ · pith_short_16: 3D2DJGM3P7NJRKUI · pith_short_8: 3D2DJGM3

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/3D2DJGM3P7NJRKUI5HUQL6DH7M \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d8f434999b7fda98aa88e9e905f867fb38d8a4265ad3d2505ec4384d7d554d77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "765f9bd118dcf1b7aef28863dda0b12d55d0eba7d0daa4289740af8486696602",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-24T10:45:25Z",
    "title_canon_sha256": "f4deb51922debc59076692b85f8ff7277cdbf5f4e2c610b4ceec1c408f7bfb36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15005",
    "kind": "arxiv",
    "version": 1
  }
}